TY - JOUR
T1 - Optimal multiyear management of a water supply system under uncertainty
T2 - Robust counterpart approach
AU - Housh, Mashor
AU - Ostfeld, Avi
AU - Shamir, Uri
PY - 2011
Y1 - 2011
N2 - In this paper, the robust counterpart (RC) approach (Ben-Tal et al., 2009) is applied to optimize management of a water supply system (WSS) fed from aquifers and desalination plants. The water is conveyed through a network to meet desired consumptions, where the aquifers recharges are uncertain. The objective is to minimize the net present value cost of multiyear operation, satisfying operational and physical constraints. The RC is a min-max guided approach, which converts the original problem into a deterministic equivalent problem, requiring only that the uncertain parameters resides within a user-defined uncertainty set. The robust policy obtained by the RC approach is compared with polices obtained by other decision-making approaches including stochastic approaches.
AB - In this paper, the robust counterpart (RC) approach (Ben-Tal et al., 2009) is applied to optimize management of a water supply system (WSS) fed from aquifers and desalination plants. The water is conveyed through a network to meet desired consumptions, where the aquifers recharges are uncertain. The objective is to minimize the net present value cost of multiyear operation, satisfying operational and physical constraints. The RC is a min-max guided approach, which converts the original problem into a deterministic equivalent problem, requiring only that the uncertain parameters resides within a user-defined uncertainty set. The robust policy obtained by the RC approach is compared with polices obtained by other decision-making approaches including stochastic approaches.
UR - http://www.scopus.com/inward/record.url?scp=80055024874&partnerID=8YFLogxK
U2 - 10.1029/2011WR010596
DO - 10.1029/2011WR010596
M3 - Article
AN - SCOPUS:80055024874
SN - 0043-1397
VL - 47
JO - Water Resources Research
JF - Water Resources Research
IS - 10
M1 - W10515
ER -